Table 2.
Processing speed | Executive functions | Perceptual reasoning | Verbal comprehension | Reading | Math | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Variable | r | 95% CI | p | r | 95% CI | p | r | 95% CI | p | r | 95% CI | p | r | 95% CI | p | r | 95% CI | p |
No further covariatesa | ||||||||||||||||||
CRP | −.15 | [−.24, −.05] | .003 | −.21 | [−.36, −.07] | .004 | −.16 | [−.26, −.07] | .001 | −.14 | [−.25, −.03] | .013 | −.07 | [−.20, .06] | .310 | −.10 | [−.27, .06] | .218 |
Epigenetic-g | .04 | [−.11, .17] | .657 | .16 | [−.05, .37] | .126 | .15 | [.07, .24] | < .001 | .17 | [.07, .27] | .001 | .22 | [.09, .42] | .001 | .33 | [.18, .49] | < .001 |
PoAm | −.09 | [−.20, .01] | .082 | −.12 | [−.27, .02] | .090 | −.20 | [−.30, −.10] | < .001 | −.19 | [−.29, −.08] | < .001 | −.07 | [−.20, .08] | .366 | −.10 | [−.27, .06] | .218 |
Adjusting for BMI | ||||||||||||||||||
BMI | −.10 | [−.18, −.02] | .017 | −.24 | [−.35, −.12] | < .001 | −.18 | [−.27, −.10] | < .001 | −.19 | [−.29, −.08] | .001 | −.19 | [−.31, −.06] | .003 | −.24 | [−.36, −.12] | < .001 |
CRP | −.09 | [−.20, .02] | .115 | −.09 | [−.26, .07] | .260 | −.10 | [−.20, .00] | .053 | −.07 | [−.20, .05] | .257 | .03 | [−.12, .17] | .737 | −.01 | [−.17, .15] | .918 |
Epigenetic-g | −.01 | [−.21, .14] | .956 | .10 | [−.12, .32] | .351 | .14 | [.06, .22] | .001 | .15 | [.06, .25] | .001 | .20 | [.06, .34] | .005 | .30 | [.14, .45] | < .001 |
PoAm | −.04 | [−.16, .08] | .499 | −.02 | [−.18, .14] | .825 | −.14 | [−.25, −.04] | .008 | −.12 | [−.24, −.01] | .030 | .02 | [−.13, .17] | .815 | .01 | [−.18, .19] | .975 |
Adjusting for pubertal development | ||||||||||||||||||
Puberty | −.12 | [−.21, −.02] | .019 | −.14 | [−.28, −.03] | .043 | .08 | [−.03, .18] | .159 | .04 | [−.09, .17] | .547 | −.11 | [−.25, .03] | .112 | −.07 | [−.20, .06] | .311 |
CRP | −.12 | [−.22, −.02] | .014 | −.19 | [−.34, −.01] | .017 | −.17 | [−.26, −.07] | < .001 | −.14 | [−.26, −.03] | .013 | −.05 | [−.18, .09] | .523 | −.11 | [−.26, .04] | .134 |
Epigenetic-g | .03 | [−.11, .16] | .680 | .16 | [−.08, .49] | .142 | .15 | [.07, .23] | < .001 | .17 | [.07, .26] | .001 | .22 | [.09, .36] | .001 | .33 | [.18, .49] | < .001 |
PoAm | −.08 | [−.18, .01] | .125 | −.11 | [−.25, .04] | .137 | −.20 | [−.30, −.10] | < .001 | −.19 | [−.29, −.08] | < .001 | −.06 | [−.20, .09] | .446 | −.10 | [−.27, .07] | .250 |
Adjusting for tobacco smoke exposure | ||||||||||||||||||
DNAm-smoke | .08 | [−.06, .22] | .28 | .08 | [−.14, .30] | .480 | −.11 | [−.22, .01] | .081 | −.10 | [−.22, .03] | .119 | −.17 | [−.37, .04] | .114 | −.14 | [−.37, .08] | .205 |
CRP | −.20 | [−.33, −.07] | .003 | −.25 | [−.44, −.06] | .012 | −.13 | [−.23, −.03] | .011 | −.12 | [−.23, −.01] | .045 | −.01 | [−.16, .16] | .972 | −.06 | [−.25, .13] | .541 |
Epigenetic-g | .03 | [−.14, .20] | .737 | .22 | [−.03, .48] | .089 | .15 | [.07, .23] | < .001 | .16 | [.06, .26] | .002 | .23 | [.09, .37] | .001 | .35 | [.19, .50] | < .001 |
PoAm | −.10 | [−.22, .01] | .070 | −.13 | [−.28, .03] | .121 | −.18 | [−.28, −.08] | < .001 | −.17 | [−.28, −.07] | .001 | −.03 | [−.18, .11] | .646 | −.07 | [−.25, .11] | .46 |
Adjusting for family-level disadvantage | ||||||||||||||||||
Family disadvantage | −.07 | [−.24, .04] | .170 | −.22 | [−.36, −.08] | .002 | −.20 | [−.29, −.11] | < .001 | −.29 | [−.40, −.19] | < .001 | −.17 | [−.31, −.03] | .019 | −.26 | [−.41, −.11] | .001 |
CRP | −.12 | [−.39, −.04] | .013 | −.15 | [−.30, −.01] | .046 | −.11 | [−.21, −.02] | .020 | −.07 | [−.18, .05] | .237 | −.04 | [−.17, .10] | .590 | −.08 | [−.22, .07] | .292 |
Epigenetic-g | .01 | [−.13, .15] | .877 | .12 | [−.10, .33] | .301 | .15 | [.07, .23] | < .001 | .16 | [.06, .25] | .001 | .21 | [.07, .35] | .003 | .31 | [.15, .47] | < .001 |
PoAm | −.07 | [−.18, .04] | .210 | −.06 | [−.22, .09] | .426 | −.15 | [−.25, −.05] | .004 | −.11 | [−.22, −.01] | .041 | −.03 | [−.17, .11] | .673 | −.05 | [−.21, .12] | .564 |
Note: Standardized regression coefficients (rs) and 95% confidence intervals (CIs) and uncorrected p values calculated by regressing cognitive functions on DNA methylation measures with and without controlling for normed body mass index (BMI) z scores, puberty (residualized for age within each sex), DNA methylation profiles of smoking (DNAm-smoke), and family-level disadvantage separately. p values, where false-discovery-rate-corrected p < .05, are marked in bold. CRP = C-reactive protein; Epigenetic-g = DNA methylation profiles of cognitive performance; PoAm = Dunedin methylation pace of aging.
All models included covariate adjustment for age, gender, and an age-by-gender interaction. Methylation scores were residualized for technical covariates (i.e., array, slide, batch, and cell composition).